130 citations · 1k across the 78 of their papers we have counts for
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Auto-completion for Data Cells in Relational Tables
Shuo Zhang, Krisztian Balog
We address the task of auto-completing data cells in relational tables. Such tables describe entities (in rows) with their attributes (in columns). We present the CellAutoComplete…
Unsupervised Context Retrieval for Long-tail Entities
Darío Garigliotti, Dyaa Albakour, Miguel Martinez +1
Monitoring entities in media streams often relies on rich entity representations, like structured information available in a knowledge base (KB). For long-tail entities, such monit…
Recommending Related Tables
Shuo Zhang, Krisztian Balog
Tables are an extremely powerful visual and interactive tool for structuring and manipulating data, making spreadsheet programs one of the most popular computer applications. In th…
NeuType: A Simple and Effective Neural Network Approach for Predicting Missing Entity Type Information in Knowledge Bases
Jon Arne Bø Hovda, Darío Garigliotti, Krisztian Balog
Knowledge bases store information about the semantic types of entities, which can be utilized in a range of information access tasks. This information, however, is often incomplete…
Table2Vec: Neural Word and Entity Embeddings for Table Population and Retrieval
Li Deng, Shuo Zhang, Krisztian Balog
Tables contain valuable knowledge in a structured form. We employ neural language modeling approaches to embed tabular data into vector spaces. Specifically, we consider different…
Impact of Training Dataset Size on Neural Answer Selection Models
Trond Linjordet, Krisztian Balog
It is held as a truism that deep neural networks require large datasets to train effective models. However, large datasets, especially with high-quality labels, can be expensive to…
Identifying Unclear Questions in Community Question Answering Websites
Jan Trienes, Krisztian Balog
Thousands of complex natural language questions are submitted to community question answering websites on a daily basis, rendering them as one of the most important information sou…